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Alexandre Abraham
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2020 – today
- 2023
- [i8]William Jonas, Alexandre Abraham, Léo Dreyfus-Schmidt:
OpenAL: Evaluation and Interpretation of Active Learning Strategies. CoRR abs/2304.05246 (2023) - 2022
- [j5]Alexandre Abraham
, Léo Dreyfus-Schmidt:
Cardinal, a metric-based Active learning framework. Softw. Impacts 12: 100250 (2022) - [i7]Victor Bouvier, Simona Maggio, Alexandre Abraham, Léo Dreyfus-Schmidt:
Towards Clear Expectations for Uncertainty Estimation. CoRR abs/2207.13341 (2022) - 2021
- [c6]Alexandre Abraham, Léo Dreyfus-Schmidt:
Sample Noise Impact on Active Learning. IAL@PKDD/ECML 2021: 80-88 - [i6]Méabh MacMahon, Woochang Hwang, Soorin Yim, Eoghan MacMahon, Alexandre Abraham, Justin Barton
, Mukunthan Tharmakulasingam, Paul Bilokon, Vasanthi Priyadarshini Gaddi, Namshik Han:
Identification and validation of Triamcinolone and Gallopamil as treatments for early COVID-19 via an in silico repurposing pipeline. CoRR abs/2107.02905 (2021) - [i5]Alexandre Abraham, Léo Dreyfus-Schmidt:
Sample Noise Impact on Active Learning. CoRR abs/2109.01372 (2021) - 2020
- [c5]Alexandre Abraham, Léo Dreyfus-Schmidt:
Rebuilding Trust in Active Learning with Actionable Metrics. ICDM (Workshops) 2020: 836-843 - [i4]Alexandre Abraham, Léo Dreyfus-Schmidt:
Rebuilding Trust in Active Learning with Actionable Metrics. CoRR abs/2012.11365 (2020)
2010 – 2019
- 2019
- [j4]Kamalaker Dadi, Mehdi Rahim, Alexandre Abraham, Darya Chyzhyk, Michael P. Milham, Bertrand Thirion, Gaël Varoquaux:
Benchmarking functional connectome-based predictive models for resting-state fMRI. NeuroImage 192: 115-134 (2019) - 2018
- [c4]Alexandre Gilotte, Clément Calauzènes, Thomas Nedelec, Alexandre Abraham, Simon Dollé:
Offline A/B Testing for Recommender Systems. WSDM 2018: 198-206 - [i3]Alexandre Gilotte, Clément Calauzènes, Thomas Nedelec, Alexandre Abraham, Simon Dollé:
Offline A/B testing for Recommender Systems. CoRR abs/1801.07030 (2018) - 2017
- [j3]Alexandre Abraham, Michael P. Milham, Adriana Di Martino, R. Cameron Craddock, Dimitris Samaras, Bertrand Thirion, Gaël Varoquaux:
Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example. NeuroImage 147: 736-745 (2017) - [j2]Franziskus Liem, Gaël Varoquaux, Jana Kynast, Frauke Beyer, Shahrzad Kharabian Masouleh, Julia M. Huntenburg
, Leonie Lampe, Mehdi Rahim, Alexandre Abraham, R. Cameron Craddock, Steffi Riedel-Heller
, Tobias Luck
, Markus Loeffler, Matthias L. Schroeter, Anja Veronica Witte
, Arno Villringer
, Daniel S. Margulies
:
Predicting brain-age from multimodal imaging data captures cognitive impairment. NeuroImage 148: 179-188 (2017) - 2016
- [c3]Kamalaker Dadi, Alexandre Abraham, Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux:
Comparing functional connectivity based predictive models across datasets. PRNI 2016: 1-4 - 2015
- [b1]Alexandre Abraham:
Learning functional brain atlases modeling inter-subject variability. (Apprentissage d'atlas fonctionnel du cerveau modélisant la variabilité inter-individuelle). University of Paris-Saclay, France, 2015 - [c2]Mehdi Rahim, Bertrand Thirion, Alexandre Abraham, Michael Eickenberg, Elvis Dohmatob, Claude Comtat, Gaël Varoquaux:
Integrating Multimodal Priors in Predictive Models for the Functional Characterization of Alzheimer's Disease. MICCAI (1) 2015: 207-214 - 2014
- [j1]Alexandre Abraham, Fabian Pedregosa, Michael Eickenberg, Philippe Gervais, Andreas Mueller, Jean Kossaifi
, Alexandre Gramfort
, Bertrand Thirion, Gaël Varoquaux
:
Machine learning for neuroimaging with scikit-learn. Frontiers Neuroinformatics 8: 14 (2014) - [i2]Alexandre Abraham, Fabian Pedregosa, Michael Eickenberg, Philippe Gervais, Andreas Mueller, Jean Kossaifi, Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux:
Machine Learning for Neuroimaging with Scikit-Learn. CoRR abs/1412.3919 (2014) - [i1]Alexandre Abraham, Elvis Dohmatob, Bertrand Thirion, Dimitris Samaras, Gaël Varoquaux:
Region segmentation for sparse decompositions: better brain parcellations from rest fMRI. CoRR abs/1412.3925 (2014) - 2013
- [c1]Alexandre Abraham, Elvis Dohmatob, Bertrand Thirion, Dimitris Samaras, Gaël Varoquaux
:
Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary Learning. MICCAI (2) 2013: 607-615
Coauthor Index
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last updated on 2024-04-25 05:34 CEST by the dblp team
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